Decision tree courses can help you learn how to create, interpret, and optimize decision trees for data analysis, classification, and regression tasks. You can build skills in feature selection, model evaluation, and understanding overfitting versus underfitting. Many courses introduce tools like Python's scikit-learn, R's rpart, and various visualization software, that support implementing decision trees and analyzing their performance in real-world datasets.

Macquarie University
Skills you'll gain: Persuasive Communication, Overcoming Objections, Influencing, Rapport Building, Storytelling, Leadership, Communication, Meeting Facilitation, Public Speaking, Verbal Communication Skills, Presentations, Non-Verbal Communication, Decision Making
Mixed · Course · 1 - 3 Months

IE Business School
Skills you'll gain: Innovation, Business Management, Employee Performance Management, Performance Management, Leadership and Management, Industrial and Organizational Psychology, Business, Capital Budgeting, Governance, Case Studies, Organizational Effectiveness, Corporate Strategy, Business Leadership, Decision Making, Behavioral Economics, Ancient History, Organizational Structure, Business Strategy, Social Studies, Economics
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Excel Macros, Microsoft Excel, Data Analysis Expressions (DAX), Excel Formulas, Visual Basic (Programming Language), Productivity Software, Data Transformation, Debugging, Spreadsheet Software, Data Cleansing, Automation, Strategic Decision-Making, Programming Principles
Beginner · Course · 1 - 4 Weeks

Universidade de São Paulo
Skills you'll gain: Economics, Financial Policy, Financial Market, International Finance, Economics, Policy, and Social Studies, Capital Markets, Tax, Fiscal Management, Investments, Market Dynamics, Supply And Demand, Consumer Behaviour, Decision Making, Expectation Management
Intermediate · Course · 1 - 3 Months

IESE Business School
Skills you'll gain: Financial Management, Financial Acumen, Financial Data, Management Accounting, Finance, Profit and Loss (P&L) Management, Business Metrics, Business Analysis
Mixed · Course · 1 - 4 Weeks
University of Virginia
Skills you'll gain: Brainstorming, Design Thinking, Ideation, Creative Thinking, Creative Problem-Solving, Innovation, Product Development, Product Design, Performance Measurement, Strategic Thinking, New Product Development, User Feedback, Product Improvement, Prioritization, Customer experience improvement, Stakeholder Engagement, Decision Making, Feasibility Studies, Collaboration, Risk Management
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Strategic Decision-Making, Team Management, Technology Strategies, Strategic Thinking, Business Modeling, Innovation, Product Lifecycle Management, Business Strategy, New Product Development, Intellectual Property, Value Propositions, Competitive Analysis, Market Dynamics, Case Studies, Creativity
Beginner · Course · 1 - 4 Weeks

Universidad Nacional Autónoma de México
Skills you'll gain: Negotiation, Strategic Partnership, Conflict Management, Communication Strategies, Cultural Sensitivity, Goal Setting, Influencing, Business Strategy, Decision Making, Adaptability
Mixed · Course · 1 - 4 Weeks

National Taiwan University
Skills you'll gain: Game Theory, Experimentation, Behavioral Economics, Negotiation, Strategic Decision-Making, Research Design, Economics, Decision Making, Socioeconomics, Data Collection, Market Dynamics
Mixed · Course · 1 - 3 Months

Deep Teaching Solutions
Skills you'll gain: Deductive Reasoning, Logical Reasoning, Critical Thinking, Cognitive flexibility, Problem Solving, Analytical Skills, Case Studies, Creative Thinking, Innovation, Decision Making, Verbal Communication Skills
Beginner · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Emotional Intelligence, Conflict Management, Empathy, Relationship Management, Leadership, Professional Development, Stress Management, Self-Awareness, Team Management, Resilience, Decision Making, Active Listening
Beginner · Course · 1 - 3 Months
Illinois Tech
Skills you'll gain: Product Lifecycle Management, Market Dynamics, Supply And Demand, Game Theory, Business Strategy, Competitive Analysis, Business Economics, Economics, Market Trend, Strategic Decision-Making, Global Marketing, Cost Reduction, Price Negotiation, Innovation, Market Analysis, Strategic Thinking, Market Opportunities, Strategic Planning, Team Leadership, Adaptability
Build toward a degree
Beginner · Specialization · 3 - 6 Months